PromptLedger — Client Usage & Attribution Tracker for AI Agencies
Why This is an Opportunity
Multi-tenant CRUD with usage counters and client-scoped views. AI agencies are growing fast and desperately need lightweight operational tools.
Key Pain Points
- •Client asks for a list of all prompts you've built for them and you spend an hour digging through folders
- •Accidentally using a prompt built for Client A in Client B's project because everything is in one big Notion database
- •No way to show clients the value you've delivered — 'we built you 47 prompts used 3,000 times this month'
- •Team members don't know which prompts are client-specific vs. internal use
Market Opportunity
AI Agency Operations & Prompt Management Software Market
Current Size (2026)
$0.3B
Projected (2036)
$4.6B
CAGR
29.4%
This market is projected to grow 1220% over the next 10 years, reaching $4.6B by 2036.
Original Discovery
AI agencies build prompt libraries for multiple clients but have no clean way to track which prompts belong to which client, who's using them, and how often. PromptLedger is a simple client-organized prompt database with usage logging — so when a client asks 'what prompts did you build for us and how are they being used?' you have an answer in 10 seconds.
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